KB4VA: A Knowledge Base of Visualization Designs for Visual Analytics

Visual analytics (VA) systems have been widely used to facilitate decision-making and analytical reasoning in various application domains. VA involves visual designs, interaction designs, and data mining, which is a systematic and complex paradigm. In this work, we focus on the design of effective visualizations for complex data and analytical tasks, which is a critical step in designing a VA system. This step is challenging because it requires extensive knowledge about domain problems and visualization to design effective encodings. Existing visualization designs published in top venues are valuable resources to inspire designs for problems with similar data structures and tasks. However, those designs are hard to understand, parse, and retrieve due to the lack of specifications. To address this problem, we build KB4VA, a knowledge base of visualization designs in VA systems with comprehensive labels about their analytical tasks and visual encodings. Our labeling scheme is inspired by a workshop study with 12 VA researchers to learn user requirements in understanding and retrieving professional visualization designs in VA systems. The theme extends Vega-Lite specifications for describing advanced and composited visualization designs in a declarative manner, thus facilitating human understanding and automatic indexing. To demonstrate the usefulness of our knowledge base, we present a user study about design inspirations for VA tasks. In summary, our work opens new perspectives for enhancing the accessibility and reusability of professional visualization designs

Institutional Change in Water Rights in China: A Study of Water Rights Confirmation and Registration in Delingha City

To achieve the transformation of water rights institution in China from the administrative management to the property rights institution, it is of high significance to discuss the principle of rights confirmation, institution connection, and change. In this paper, we present the process, result, experience, and problems of the authors’ involvement in water rights confirmation and registration in Delingha as the methods designer of water rights confirmation. The conclusions of this paper follow: (1) Equity must be the priority while considering the principles of water rights confirmation. Complying and verifying the results of historical water distribution, strengthening public participation, and selecting persuasive and scientific indicators are the main components that are embodied in the concept of equity. (2) Water rights confirmation is to recognize and revise the distribution result of the old institution. Macroscopically, based on the administrative upper limits set by the “Three Red Lines” and ecologically sustainable requirements, the dual-control method of “matching water use and the Three Red Lines” and “matching water consumption and available water resources” was used to control the total distribution of water rights. From a microscopic point of view, the water abstraction permit was the core indicator of water rights confirmation, after checking with other data. (3) The institutional logic, the responsibilities and roles of the government, and the intellection of water users have changed after the confirmation of water rights. Registration is the key to distinguishing water rights from the traditional administrative institution

Optimized Pinecone-Squama-Structure MoS₂-Coated CNT and Graphene Framework as Binder-Free Anode for Li-Ion Battery with High Capacity and Cycling Stability

Extensive research has been conducted on the development of high-rate and cyclic stability anodes for lithium batteries (LIBs) due to their high energy density. Molybdenum disulfide (MoS2) with layered structure has garnered significant interest due to its exceptional theoretic Li+ storage behavior as anodes (670 mA h g−1). However, achieving a high rate and long cyclic life of anode materials remains a challenge. Herein, we designed and synthesized a free-standing carbon nanotubes-graphene (CGF) foam, then presented a facile strategy to fabricate the MoS2-coated CGF self-assembly anodes with different MoS2 distributions. Such binder-free electrode possesses the advantages of both MoS2 and graphene-based materials. Through rational regulation of the ratio of MoS2, the MoS2-coated CGF with uniformly distributed MoS2 exhibits a nano pinecone-squama-like structure that can accommodate the large volume change during the cycle process, thereby significantly enhancing the cycling stability (417 mA h g−1 after 1000 cycles), ideal rate performance, and high pseudocapacitive behavior (with a 76.6% contribution at 1 mV s−1). Such a neat nano-pinecone structure can effectively coordinate MoS2 and carbon framework, providing valuable insights for the construction of advanced anode materials